Applied Machine Learning for IoT and Data Analytics (Volume 3) offers a comprehensive exploration of how machine learning transforms behavioural data into actionable intelligence. In an era where data-driven strategies shape competitive advantage, this volume examines how organisations can harness predictive analytics to understand patterns, anticipate risks, and unlock hidden opportunities.
The book introduces the foundational principles of behavioural analytics and advances into practical machine learning applications across diverse domains. It addresses critical integration challenges such as data quality, model reliability, privacy protection, and ethical considerations—highlighting transparency and responsible data governance as essential pillars of modern analytics frameworks.
Through empirical research and real-world case studies, the volume demonstrates how predictive insights can enhance employee engagement, improve customer experiences, optimise marketing performance, and support public safety initiatives. Bridging theory with applied implementation, the book equips readers with both conceptual clarity and practical strategies for deploying machine learning-driven behavioural intelligence in dynamic organisational environments.
Key Features:
-Comprehensive overview of behavioural analytics and predictive modelling foundations.
-Application of machine learning techniques with real-world perspectives on implementation and management.
-Insights into improving employee retention, customer engagement, and operational efficiency.
-Discussion of integration challenges, including data quality and governance frameworks, with a focus on ethical AI, transparency, data privacy, and responsible analytics practices
eBook - ePub
Behavioural Analytics: Machine Learning Approaches for Predictive Insights
- English
- ePUB (mobile friendly)
- Available on iOS & Android
eBook - ePub
Behavioural Analytics: Machine Learning Approaches for Predictive Insights
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Information
Subtopic
Data ProcessingIndex
Computer ScienceTable of contents
- Welcome
- Table of Contents
- Title
- BENTHAM SCIENCE PUBLISHERS LTD.
- PREFACE
- DEDICATION
- ACKNOWLEDGEMENTS
- List of Contributors
- Enhancing Academic Development Through Automatic Speech Recognition and Natural Language Processing
- The Influence of Behavioural Analytics-driven Recommendation Systems on Web-based Purchase Decisions
- Mapping People Analytics for Strategic Human Resource Management
- Tracing the Journey of Machine Learning in Business, Management, and Allied Disciplines: A Comprehensive Review
- Crime Count Prediction in India
- Leveraging Data Analytics for Sustainable Improvements in Employee Engagement and Organizational Culture
- Behavioural Analytics and Natural Language Processing for Data-Driven Business Insights
- The Dawn of A New Era: Digital Currency and its Impact on Banking
- Exploring the Role of AI in Enhancing Academic Performance: A Study on Management Students of Odisha
- Balancing Transparency and Ethics in Behavioural Analytics for Business Insights
- Integrating Digital Technology to Overcome Tourist Difficulties in Puri: A Solution-oriented Approach
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Yes, you can access Behavioural Analytics: Machine Learning Approaches for Predictive Insights by Shradhanjali Panda,Leena Priyadarshini Singh,V. Ramasamy in PDF and/or ePUB format, as well as other popular books in Computer Science & Data Processing. We have over 1.5 million books available in our catalogue for you to explore.